Pandas Profiling Report

Dataset statistics

Number of variables	20
Number of observations	3395
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	490.8 KiB
Average record size in memory	148.0 B

Variable types

Numeric	20

Alerts

`LeagueIndex` is highly overall correlated with `APM` and 5 other fields	High correlation
`APM` is highly overall correlated with `LeagueIndex` and 5 other fields	High correlation
`SelectByHotkeys` is highly overall correlated with `LeagueIndex` and 4 other fields	High correlation
`AssignToHotkeys` is highly overall correlated with `LeagueIndex` and 3 other fields	High correlation
`NumberOfPACs` is highly overall correlated with `LeagueIndex` and 4 other fields	High correlation
`GapBetweenPACs` is highly overall correlated with `LeagueIndex` and 3 other fields	High correlation
`ActionLatency` is highly overall correlated with `LeagueIndex` and 5 other fields	High correlation
`TotalMapExplored` is highly overall correlated with `UniqueUnitsMade`	High correlation
`UniqueUnitsMade` is highly overall correlated with `TotalMapExplored` and 1 other fields	High correlation
`ComplexUnitsMade` is highly overall correlated with `UniqueUnitsMade` and 1 other fields	High correlation
`ComplexAbilitiesUsed` is highly overall correlated with `ComplexUnitsMade`	High correlation
`TotalHours` is highly skewed (γ1 = 58.05263785)	Skewed
`GameID` has unique values	Unique
`LeagueIndex` has 167 (4.9%) zeros	Zeros
`UniqueHotkeys` has 189 (5.6%) zeros	Zeros
`MinimapAttacks` has 877 (25.8%) zeros	Zeros
`MinimapRightClicks` has 72 (2.1%) zeros	Zeros
`ComplexUnitsMade` has 2281 (67.2%) zeros	Zeros
`ComplexAbilitiesUsed` has 1552 (45.7%) zeros	Zeros

Reproduction

Analysis started	2023-05-28 04:38:32.583908
Analysis finished	2023-05-28 04:39:47.342330
Duration	1 minute and 14.76 seconds
Software version	pandas-profiling v3.6.6
Download configuration	config.json

GameID
Real number (ℝ)

Distinct	3395
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4805.0124

Minimum	52
Maximum	10095
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	26.6 KiB

Quantile statistics

Minimum	52
5-th percentile	538.8
Q1	2464.5
median	4874
Q3	7108.5
95-th percentile	8978.3
Maximum	10095
Range	10043
Interquartile range (IQR)	4644

Descriptive statistics

Standard deviation	2719.9449
Coefficient of variation (CV)	0.56606407
Kurtosis	-1.1467229
Mean	4805.0124
Median Absolute Deviation (MAD)	2333
Skewness	-0.0091468539
Sum	16313017
Variance	7398100
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
52	1	< 0.1%
6345	1	< 0.1%
6351	1	< 0.1%
6352	1	< 0.1%
6358	1	< 0.1%
6359	1	< 0.1%
6364	1	< 0.1%
6368	1	< 0.1%
6369	1	< 0.1%
6371	1	< 0.1%
Other values (3385)	3385	99.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
52	1	< 0.1%
55	1	< 0.1%
56	1	< 0.1%
57	1	< 0.1%
58	1	< 0.1%
60	1	< 0.1%
61	1	< 0.1%
72	1	< 0.1%
77	1	< 0.1%
81	1	< 0.1%

Value	Count	Frequency (%)
10095	1	< 0.1%
10094	1	< 0.1%
10092	1	< 0.1%
10090	1	< 0.1%
10089	1	< 0.1%
10084	1	< 0.1%
10083	1	< 0.1%
10082	1	< 0.1%
10081	1	< 0.1%
10079	1	< 0.1%

LeagueIndex
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	8
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.1840943

Minimum	0
Maximum	7
Zeros	167
Zeros (%)	4.9%
Negative	0
Negative (%)	0.0%
Memory size	26.6 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	2
median	3
Q3	4
95-th percentile	5
Maximum	7
Range	7
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.5173269
Coefficient of variation (CV)	0.47653328
Kurtosis	-0.3786819
Mean	3.1840943
Median Absolute Deviation (MAD)	1
Skewness	-0.16335849
Sum	10810
Variance	2.3022808
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
3	811	23.9%
4	806	23.7%
5	621	18.3%
2	553	16.3%
1	347	10.2%
0	167	4.9%
7	55	1.6%
6	35	1.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	167	4.9%
1	347	10.2%
2	553	16.3%
3	811	23.9%
4	806	23.7%
5	621	18.3%
6	35	1.0%
7	55	1.6%

Value	Count	Frequency (%)
7	55	1.6%
6	35	1.0%
5	621	18.3%
4	806	23.7%
3	811	23.9%
2	553	16.3%
1	347	10.2%
0	167	4.9%

Age
Real number (ℝ)

Distinct	29
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	21.281001

Minimum	-1
Maximum	44
Zeros	0
Zeros (%)	0.0%
Negative	55
Negative (%)	1.6%
Memory size	13.4 KiB

Quantile statistics

Minimum	-1
5-th percentile	16
Q1	18
median	21
Q3	24
95-th percentile	29
Maximum	44
Range	45
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	5.0580579
Coefficient of variation (CV)	0.2376795
Kurtosis	5.6781109
Mean	21.281001
Median Absolute Deviation (MAD)	3
Skewness	-0.58544621
Sum	72249
Variance	25.583949
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=29)

Value	Count	Frequency (%)
20	357	10.5%
21	344	10.1%
18	325	9.6%
22	314	9.2%
19	313	9.2%
23	259	7.6%
16	256	7.5%
17	248	7.3%
24	225	6.6%
25	168	4.9%
Other values (19)	586	17.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-1	55	1.6%
16	256	7.5%
17	248	7.3%
18	325	9.6%
19	313	9.2%
20	357	10.5%
21	344	10.1%
22	314	9.2%
23	259	7.6%
24	225	6.6%

Value	Count	Frequency (%)
44	1	< 0.1%
43	1	< 0.1%
41	3	0.1%
40	4	0.1%
39	3	0.1%
38	5	0.1%
37	5	0.1%
36	8	0.2%
35	17	0.5%
34	15	0.4%

HoursPerWeek
Real number (ℝ)

Distinct	33
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	15.631811

Minimum	-1
Maximum	168
Zeros	1
Zeros (%)	< 0.1%
Negative	56
Negative (%)	1.6%
Memory size	13.4 KiB

Quantile statistics

Minimum	-1
5-th percentile	4
Q1	8
median	12
Q3	20
95-th percentile	40
Maximum	168
Range	169
Interquartile range (IQR)	12

Descriptive statistics

Standard deviation	12.057803
Coefficient of variation (CV)	0.77136315
Kurtosis	16.107504
Mean	15.631811
Median Absolute Deviation (MAD)	6
Skewness	2.5913207
Sum	53070
Variance	145.39062
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=33)

Value	Count	Frequency (%)
10	411	12.1%
8	390	11.5%
20	335	9.9%
12	331	9.7%
6	323	9.5%
28	280	8.2%
24	233	6.9%
16	223	6.6%
4	219	6.5%
14	181	5.3%
Other values (23)	469	13.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-1	56	1.6%
0	1	< 0.1%
2	108	3.2%
4	219	6.5%
6	323	9.5%
8	390	11.5%
10	411	12.1%
12	331	9.7%
14	181	5.3%
16	223	6.6%

Value	Count	Frequency (%)
168	1	< 0.1%
140	1	< 0.1%
112	1	< 0.1%
98	1	< 0.1%
96	2	0.1%
90	1	< 0.1%
84	2	0.1%
80	1	< 0.1%
72	1	< 0.1%
70	9	0.3%

TotalHours
Real number (ℝ)

Distinct	238
Distinct (%)	7.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	944.28012

Minimum	-1
Maximum	1000000
Zeros	0
Zeros (%)	0.0%
Negative	57
Negative (%)	1.7%
Memory size	13.4 KiB

Quantile statistics

Minimum	-1
5-th percentile	60
Q1	300
median	500
Q3	800
95-th percentile	1500
Maximum	1000000
Range	1000001
Interquartile range (IQR)	500

Descriptive statistics

Standard deviation	17172.539
Coefficient of variation (CV)	18.185853
Kurtosis	3378.2447
Mean	944.28012
Median Absolute Deviation (MAD)	250
Skewness	58.052638
Sum	3205831
Variance	2.948961 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
500	328	9.7%
400	213	6.3%
1000	210	6.2%
300	202	5.9%
600	187	5.5%
800	186	5.5%
700	170	5.0%
200	168	4.9%
730	123	3.6%
100	116	3.4%
Other values (228)	1492	43.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-1	57	1.7%
3	1	< 0.1%
7	1	< 0.1%
10	5	0.1%
12	4	0.1%
16	1	< 0.1%
20	10	0.3%
21	1	< 0.1%
24	2	0.1%
25	4	0.1%

Value	Count	Frequency (%)
1000000	1	< 0.1%
25000	1	< 0.1%
20000	1	< 0.1%
18000	1	< 0.1%
10260	1	< 0.1%
10000	1	< 0.1%
9000	1	< 0.1%
6000	2	0.1%
5000	4	0.1%
4000	4	0.1%

APM
Real number (ℝ)

Distinct	3374
Distinct (%)	99.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	117.04695

Minimum	22.0596
Maximum	389.8314
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	26.6 KiB

Quantile statistics

Minimum	22.0596
5-th percentile	50.82048
Q1	79.9002
median	108.0102
Q3	142.7904
95-th percentile	212.2362
Maximum	389.8314
Range	367.7718
Interquartile range (IQR)	62.8902

Descriptive statistics

Standard deviation	51.945291
Coefficient of variation (CV)	0.44379877
Kurtosis	2.2529259
Mean	117.04695
Median Absolute Deviation (MAD)	30.7692
Skewness	1.2044502
Sum	397374.39
Variance	2698.3133
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
143.718	2	0.1%
118.2726	2	0.1%
75.6648	2	0.1%
113.8716	2	0.1%
99.1626	2	0.1%
133.4052	2	0.1%
137.0124	2	0.1%
77.5512	2	0.1%
75.5628	2	0.1%
95.5704	2	0.1%
Other values (3364)	3375	99.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
22.0596	1	< 0.1%
24.6648	1	< 0.1%
24.9042	1	< 0.1%
25.4442	1	< 0.1%
25.6062	1	< 0.1%
28.1118	1	< 0.1%
29.8188	1	< 0.1%
29.8764	1	< 0.1%
30.1632	1	< 0.1%
30.6366	1	< 0.1%

Value	Count	Frequency (%)
389.8314	1	< 0.1%
375.8664	1	< 0.1%
372.6426	1	< 0.1%
364.8504	1	< 0.1%
355.3518	1	< 0.1%
350.4114	1	< 0.1%
348.3576	1	< 0.1%
340.1982	1	< 0.1%
339.1524	1	< 0.1%
335.499	1	< 0.1%

SelectByHotkeys
Real number (ℝ)

Distinct	3375
Distinct (%)	99.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.0042986611

Minimum	0
Maximum	0.043088364
Zeros	16
Zeros (%)	0.5%
Negative	0
Negative (%)	0.0%
Memory size	26.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0.00030529677
Q1	0.0012578182
median	0.0024995099
Q3	0.0051325726
95-th percentile	0.014711899
Maximum	0.043088364
Range	0.043088364
Interquartile range (IQR)	0.0038747544

Descriptive statistics

Standard deviation	0.0052844276
Coefficient of variation (CV)	1.2293194
Kurtosis	11.325526
Mean	0.0042986611
Median Absolute Deviation (MAD)	0.0015296823
Skewness	2.9653289
Sum	14.593954
Variance	2.7925175 × 10^-5
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	16	0.5%
0.0019753297	2	0.1%
0.0006671114	2	0.1%
0.0027815285	2	0.1%
0.0018947468	2	0.1%
0.0031194655	2	0.1%
0.0029509604	1	< 0.1%
0.0010637281	1	< 0.1%
0.0005948434	1	< 0.1%
0.0020052955	1	< 0.1%
Other values (3365)	3365	99.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	16	0.5%
6.272423915 × 10^-6	1	< 0.1%
7.321501786 × 10^-6	1	< 0.1%
1.057171854 × 10^-5	1	< 0.1%
1.237807595 × 10^-5	1	< 0.1%
1.336969891 × 10^-5	1	< 0.1%
1.355233913 × 10^-5	1	< 0.1%
1.542162729 × 10^-5	1	< 0.1%
1.813433918 × 10^-5	1	< 0.1%
1.897101229 × 10^-5	1	< 0.1%

Value	Count	Frequency (%)
0.043088364	1	< 0.1%
0.0425764619	1	< 0.1%
0.0422584994	1	< 0.1%
0.0384386496	1	< 0.1%
0.0384161124	1	< 0.1%
0.0375257025	1	< 0.1%
0.0371302797	1	< 0.1%
0.0364358936	1	< 0.1%
0.0358235226	1	< 0.1%
0.0356382492	1	< 0.1%

AssignToHotkeys
Real number (ℝ)

Distinct	3361
Distinct (%)	99.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.0003735759

Minimum	0
Maximum	0.0017521902
Zeros	6
Zeros (%)	0.2%
Negative	0
Negative (%)	0.0%
Memory size	26.6 KiB

Quantile statistics

Minimum	0
5-th percentile	7.1106766 × 10^-5
Q1	0.00020422565
median	0.0003525679
Q3	0.00049883415
95-th percentile	0.00075709911
Maximum	0.0017521902
Range	0.0017521902
Interquartile range (IQR)	0.0002946085

Descriptive statistics

Standard deviation	0.00022493362
Coefficient of variation (CV)	0.60210955
Kurtosis	2.8904878
Mean	0.0003735759
Median Absolute Deviation (MAD)	0.0001478345
Skewness	1.1413171
Sum	1.2682902
Variance	5.0595132 × 10^-8
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	6	0.2%
0.0003871967	3	0.1%
0.0001133273	2	0.1%
0.0003266551	2	0.1%
0.0005688124	2	0.1%
0.0003550506	2	0.1%
0.0003342842	2	0.1%
0.0005046307	2	0.1%
0.0004578755	2	0.1%
0.0001651949	2	0.1%
Other values (3351)	3370	99.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	6	0.2%
1.119068935 × 10^-5	1	< 0.1%
1.229286522 × 10^-5	1	< 0.1%
1.464300357 × 10^-5	1	< 0.1%
1.567496395 × 10^-5	1	< 0.1%
1.600614636 × 10^-5	1	< 0.1%
1.64867776 × 10^-5	1	< 0.1%
1.747640685 × 10^-5	1	< 0.1%
1.897101229 × 10^-5	1	< 0.1%
1.910438637 × 10^-5	1	< 0.1%

Value	Count	Frequency (%)
0.0017521902	1	< 0.1%
0.0017495681	1	< 0.1%
0.0016482988	1	< 0.1%
0.0016269244	1	< 0.1%
0.0015690377	1	< 0.1%
0.0015477625	1	< 0.1%
0.0015222338	1	< 0.1%
0.0014493687	1	< 0.1%
0.001387275	1	< 0.1%
0.0013755158	1	< 0.1%

UniqueHotkeys
Real number (ℝ)

Distinct	11
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.3646539

Minimum	0
Maximum	10
Zeros	189
Zeros (%)	5.6%
Negative	0
Negative (%)	0.0%
Memory size	26.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	3
median	4
Q3	6
95-th percentile	8
Maximum	10
Range	10
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	2.3603331
Coefficient of variation (CV)	0.54078356
Kurtosis	-0.26218033
Mean	4.3646539
Median Absolute Deviation (MAD)	2
Skewness	0.2082795
Sum	14818
Variance	5.5711722
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=11)

Value	Count	Frequency (%)
5	617	18.2%
4	578	17.0%
3	440	13.0%
6	404	11.9%
2	345	10.2%
7	278	8.2%
1	226	6.7%
0	189	5.6%
8	157	4.6%
10	110	3.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	189	5.6%
1	226	6.7%
2	345	10.2%
3	440	13.0%
4	578	17.0%
5	617	18.2%
6	404	11.9%
7	278	8.2%
8	157	4.6%
9	51	1.5%

Value	Count	Frequency (%)
10	110	3.2%
9	51	1.5%
8	157	4.6%
7	278	8.2%
6	404	11.9%
5	617	18.2%
4	578	17.0%
3	440	13.0%
2	345	10.2%
1	226	6.7%

MinimapAttacks
Real number (ℝ)

Distinct	2471
Distinct (%)	72.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	9.8306729 × 10^-5

Minimum	0
Maximum	0.0030193465
Zeros	877
Zeros (%)	25.8%
Negative	0
Negative (%)	0.0%
Memory size	26.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	3.9929724 × 10^-5
Q3	0.0001188536
95-th percentile	0.00039500527
Maximum	0.0030193465
Range	0.0030193465
Interquartile range (IQR)	0.0001188536

Descriptive statistics

Standard deviation	0.00016587111
Coefficient of variation (CV)	1.6872814
Kurtosis	45.541634
Mean	9.8306729 × 10^-5
Median Absolute Deviation (MAD)	3.9929724 × 10^-5
Skewness	4.8191625
Sum	0.33375135
Variance	2.7513226 × 10^-8
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	877	25.8%
1.332267519 × 10^-5	3	0.1%
1.501772091 × 10^-5	2	0.1%
0.000133547	2	0.1%
9.601024109 × 10^-5	2	0.1%
3.858322401 × 10^-5	2	0.1%
7.870297497 × 10^-5	2	0.1%
1.563574958 × 10^-5	2	0.1%
1.193773279 × 10^-5	2	0.1%
3.23666494 × 10^-5	2	0.1%
Other values (2461)	2499	73.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	877	25.8%
4.859180936 × 10^-6	1	< 0.1%
5.179736869 × 10^-6	1	< 0.1%
5.196100846 × 10^-6	1	< 0.1%
5.576996007 × 10^-6	1	< 0.1%
6.085686465 × 10^-6	1	< 0.1%
6.228511635 × 10^-6	1	< 0.1%
6.257509011 × 10^-6	1	< 0.1%
6.745271565 × 10^-6	1	< 0.1%
6.838074398 × 10^-6	1	< 0.1%

Value	Count	Frequency (%)
0.0030193465	1	< 0.1%
0.0019738465	1	< 0.1%
0.0015763381	1	< 0.1%
0.0015300546	1	< 0.1%
0.0014888394	1	< 0.1%
0.0012442415	1	< 0.1%
0.0012422892	1	< 0.1%
0.0012416089	1	< 0.1%
0.0011723954	1	< 0.1%
0.0011635308	1	< 0.1%

MinimapRightClicks
Real number (ℝ)

Distinct	3302
Distinct (%)	97.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.00038743629

Minimum	0
Maximum	0.0040408028
Zeros	72
Zeros (%)	2.1%
Negative	0
Negative (%)	0.0%
Memory size	26.6 KiB

Quantile statistics

Minimum	0
5-th percentile	3.0126177 × 10^-5
Q1	0.00014008595
median	0.0002814893
Q3	0.00051409475
95-th percentile	0.0011100655
Maximum	0.0040408028
Range	0.0040408028
Interquartile range (IQR)	0.0003740088

Descriptive statistics

Standard deviation	0.00037700081
Coefficient of variation (CV)	0.97306532
Kurtosis	11.582389
Mean	0.00038743629
Median Absolute Deviation (MAD)	0.0001668989
Skewness	2.56382
Sum	1.3153462
Variance	1.4212961 × 10^-7
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	72	2.1%
2.485336515 × 10^-5	2	0.1%
0.0002279592	2	0.1%
0.0003567606	2	0.1%
0.0003958828	2	0.1%
0.0001461561	2	0.1%
0.000155825	2	0.1%
0.0002383506	2	0.1%
0.0001657903	2	0.1%
0.0004083517	2	0.1%
Other values (3292)	3305	97.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	72	2.1%
5.495592535 × 10^-6	1	< 0.1%
6.306760848 × 10^-6	1	< 0.1%
8.452228007 × 10^-6	1	< 0.1%
8.535919148 × 10^-6	1	< 0.1%
8.775932882 × 10^-6	1	< 0.1%
9.001872389 × 10^-6	1	< 0.1%
9.122090053 × 10^-6	1	< 0.1%
1.005833836 × 10^-5	1	< 0.1%
1.051259409 × 10^-5	1	< 0.1%

Value	Count	Frequency (%)
0.0040408028	1	< 0.1%
0.003687668	1	< 0.1%
0.0035517254	1	< 0.1%
0.003328177	1	< 0.1%
0.003030303	1	< 0.1%
0.0028211806	1	< 0.1%
0.002812315	1	< 0.1%
0.002499148	1	< 0.1%
0.002416182	1	< 0.1%
0.0023836512	1	< 0.1%

NumberOfPACs
Real number (ℝ)

Distinct	3386
Distinct (%)	99.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.0034628875

Minimum	0.0006789964
Maximum	0.0079706424
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	26.6 KiB

Quantile statistics

Minimum	0.0006789964
5-th percentile	0.0019844152
Q1	0.0027537049
median	0.003395421
Q3	0.0040271029
95-th percentile	0.0052667217
Maximum	0.0079706424
Range	0.007291646
Interquartile range (IQR)	0.001273398

Descriptive statistics

Standard deviation	0.00099229281
Coefficient of variation (CV)	0.28655069
Kurtosis	0.62032775
Mean	0.0034628875
Median Absolute Deviation (MAD)	0.0006388025
Skewness	0.5503794
Sum	11.756503
Variance	9.8464502 × 10^-7
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0039893617	2	0.1%
0.003125	2	0.1%
0.003395421	2	0.1%
0.0040214477	2	0.1%
0.004219933	2	0.1%
0.0034568175	2	0.1%
0.0031914894	2	0.1%
0.0032210696	2	0.1%
0.0017271157	2	0.1%
0.0038835296	1	< 0.1%
Other values (3376)	3376	99.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0006789964	1	< 0.1%
0.0008468052	1	< 0.1%
0.0008609272	1	< 0.1%
0.0008865248	1	< 0.1%
0.0009033904	1	< 0.1%
0.0009864603	1	< 0.1%
0.000993972	1	< 0.1%
0.0011841781	1	< 0.1%
0.0011850544	1	< 0.1%
0.0011942959	1	< 0.1%

Value	Count	Frequency (%)
0.0079706424	1	< 0.1%
0.0077803632	1	< 0.1%
0.0075689255	1	< 0.1%
0.0071913566	1	< 0.1%
0.0071112516	1	< 0.1%
0.007034286	1	< 0.1%
0.0069713727	1	< 0.1%
0.0069586044	1	< 0.1%
0.0069393781	1	< 0.1%
0.0069022115	1	< 0.1%

GapBetweenPACs
Real number (ℝ)

Distinct	3358
Distinct (%)	98.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	40.361562

Minimum	6.6667
Maximum	237.1429
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	26.6 KiB

Quantile statistics

Minimum	6.6667
5-th percentile	19.84576
Q1	28.95775
median	36.7235
Q3	48.2905
95-th percentile	71.80703
Maximum	237.1429
Range	230.4762
Interquartile range (IQR)	19.33275

Descriptive statistics

Standard deviation	17.15357
Coefficient of variation (CV)	0.42499769
Kurtosis	9.3152426
Mean	40.361562
Median Absolute Deviation (MAD)	9.2972
Skewness	1.9082826
Sum	137027.5
Variance	294.24498
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
52	3	0.1%
23.7419	2	0.1%
46.3784	2	0.1%
36.3478	2	0.1%
29.5476	2	0.1%
48.4444	2	0.1%
38.9804	2	0.1%
46.8235	2	0.1%
33.0233	2	0.1%
38.4519	2	0.1%
Other values (3348)	3374	99.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
6.6667	1	< 0.1%
8.1642	1	< 0.1%
9.2871	1	< 0.1%
9.4756	1	< 0.1%
9.9355	1	< 0.1%
10.2857	1	< 0.1%
10.6419	1	< 0.1%
10.8571	1	< 0.1%
11.3287	1	< 0.1%
11.3597	1	< 0.1%

Value	Count	Frequency (%)
237.1429	1	< 0.1%
160.9535	1	< 0.1%
156.6234	1	< 0.1%
154.8	1	< 0.1%
150.2857	1	< 0.1%
134.1128	1	< 0.1%
130.2176	1	< 0.1%
129.9729	1	< 0.1%
126.2353	1	< 0.1%
122.8	1	< 0.1%

ActionLatency
Real number (ℝ)

Distinct	3367
Distinct (%)	99.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	63.739403

Minimum	24.0936
Maximum	176.3721
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	26.6 KiB

Quantile statistics

Minimum	24.0936
5-th percentile	37.94226
Q1	50.4466
median	60.9318
Q3	73.6813
95-th percentile	97.95568
Maximum	176.3721
Range	152.2785
Interquartile range (IQR)	23.2347

Descriptive statistics

Standard deviation	19.238869
Coefficient of variation (CV)	0.30183635
Kurtosis	2.6354842
Mean	63.739403
Median Absolute Deviation (MAD)	11.3913
Skewness	1.1516555
Sum	216395.27
Variance	370.13408
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
66.6667	2	0.1%
72	2	0.1%
50.2857	2	0.1%
78.56	2	0.1%
93.3333	2	0.1%
44.3564	2	0.1%
64.9524	2	0.1%
50.5	2	0.1%
82.963	2	0.1%
65.8605	2	0.1%
Other values (3357)	3375	99.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
24.0936	1	< 0.1%
24.3556	1	< 0.1%
24.6326	1	< 0.1%
26.0918	1	< 0.1%
26.6907	1	< 0.1%
27.5645	1	< 0.1%
28.2243	1	< 0.1%
28.7342	1	< 0.1%
28.8191	1	< 0.1%
29.0302	1	< 0.1%

Value	Count	Frequency (%)
176.3721	1	< 0.1%
173.5556	1	< 0.1%
168.9249	1	< 0.1%
165.5686	1	< 0.1%
165.1613	1	< 0.1%
161.6364	1	< 0.1%
161.1973	1	< 0.1%
150.2951	1	< 0.1%
149.6923	1	< 0.1%
147.5306	1	< 0.1%

ActionsInPAC
Real number (ℝ)

Distinct	3223
Distinct (%)	94.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5.2729885

Minimum	2.0389
Maximum	18.5581
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	26.6 KiB

Quantile statistics

Minimum	2.0389
5-th percentile	3.26481
Q1	4.27285
median	5.0955
Q3	6.0336
95-th percentile	7.75965
Maximum	18.5581
Range	16.5192
Interquartile range (IQR)	1.76075

Descriptive statistics

Standard deviation	1.4948355
Coefficient of variation (CV)	0.28348924
Kurtosis	7.3297111
Mean	5.2729885
Median Absolute Deviation (MAD)	0.8645
Skewness	1.5990491
Sum	17901.796
Variance	2.2345332
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
4	4	0.1%
6	4	0.1%
5	4	0.1%
5.4	3	0.1%
5.75	3	0.1%
4.3696	3	0.1%
6.6667	3	0.1%
4.25	3	0.1%
4.75	3	0.1%
4.9231	3	0.1%
Other values (3213)	3362	99.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2.0389	1	< 0.1%
2.1006	1	< 0.1%
2.2037	1	< 0.1%
2.3016	1	< 0.1%
2.3246	1	< 0.1%
2.3955	1	< 0.1%
2.3969	1	< 0.1%
2.4218	1	< 0.1%
2.4254	1	< 0.1%
2.454	1	< 0.1%

Value	Count	Frequency (%)
18.5581	1	< 0.1%
17.7619	1	< 0.1%
17.7059	1	< 0.1%
14.6071	1	< 0.1%
14.3433	1	< 0.1%
13.7647	1	< 0.1%
13.7353	1	< 0.1%
13.3953	1	< 0.1%
12.9652	1	< 0.1%
12.9079	1	< 0.1%

TotalMapExplored
Real number (ℝ)

Distinct	52
Distinct (%)	1.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	22.131664

Minimum	5
Maximum	58
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	26.6 KiB

Quantile statistics

Minimum	5
5-th percentile	11
Q1	17
median	22
Q3	27
95-th percentile	35
Maximum	58
Range	53
Interquartile range (IQR)	10

Descriptive statistics

Standard deviation	7.4317192
Coefficient of variation (CV)	0.33579577
Kurtosis	0.81236247
Mean	22.131664
Median Absolute Deviation (MAD)	5
Skewness	0.62999733
Sum	75137
Variance	55.23045
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20	194	5.7%
23	191	5.6%
22	184	5.4%
24	176	5.2%
18	175	5.2%
25	172	5.1%
16	156	4.6%
26	153	4.5%
17	153	4.5%
15	152	4.5%
Other values (42)	1689	49.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
5	4	0.1%
6	4	0.1%
7	12	0.4%
8	17	0.5%
9	25	0.7%
10	51	1.5%
11	72	2.1%
12	95	2.8%
13	116	3.4%
14	125	3.7%

Value	Count	Frequency (%)
58	1	< 0.1%
56	1	< 0.1%
55	1	< 0.1%
53	2	0.1%
52	2	0.1%
51	1	< 0.1%
50	1	< 0.1%
49	1	< 0.1%
48	4	0.1%
47	4	0.1%

WorkersMade
Real number (ℝ)

Distinct	3256
Distinct (%)	95.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.0010316851

Minimum	7.6982 × 10^-5
Maximum	0.0051493
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	26.6 KiB

Quantile statistics

Minimum	7.6982 × 10^-5
5-th percentile	0.000436558
Q1	0.00068296
median	0.00090524
Q3	0.00125865
95-th percentile	0.00204269
Maximum	0.0051493
Range	0.005072318
Interquartile range (IQR)	0.00057569

Descriptive statistics

Standard deviation	0.00051900752
Coefficient of variation (CV)	0.50306778
Kurtosis	4.6244033
Mean	0.0010316851
Median Absolute Deviation (MAD)	0.0002657
Skewness	1.6614045
Sum	3.5025709
Variance	2.6936881 × 10^-7
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.001134	4	0.1%
0.0010286	3	0.1%
0.0011593	3	0.1%
0.0014727	3	0.1%
0.0010201	3	0.1%
0.0010148	3	0.1%
0.0012684	2	0.1%
0.00081169	2	0.1%
0.0011861	2	0.1%
0.0012299	2	0.1%
Other values (3246)	3368	99.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
7.6982 × 10^-5	1	< 0.1%
0.00016083	1	< 0.1%
0.00016528	1	< 0.1%
0.00016596	1	< 0.1%
0.0001825	1	< 0.1%
0.00019393	1	< 0.1%
0.00022369	1	< 0.1%
0.00022557	1	< 0.1%
0.00022615	1	< 0.1%
0.00023337	1	< 0.1%

Value	Count	Frequency (%)
0.0051493	1	< 0.1%
0.0043069	1	< 0.1%
0.0041204	1	< 0.1%
0.0040254	1	< 0.1%
0.0038449	1	< 0.1%
0.0038193	1	< 0.1%
0.0037372	1	< 0.1%
0.0036547	1	< 0.1%
0.0035501	1	< 0.1%
0.0034166	1	< 0.1%

UniqueUnitsMade
Real number (ℝ)

Distinct	12
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6.5340206

Minimum	2
Maximum	13
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	26.6 KiB

Quantile statistics

Minimum	2
5-th percentile	3
Q1	5
median	6
Q3	8
95-th percentile	10
Maximum	13
Range	11
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	1.8576968
Coefficient of variation (CV)	0.28431143
Kurtosis	-0.06714959
Mean	6.5340206
Median Absolute Deviation (MAD)	1
Skewness	0.18832427
Sum	22183
Variance	3.4510373
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
6	768	22.6%
7	721	21.2%
5	499	14.7%
8	446	13.1%
9	299	8.8%
4	277	8.2%
3	160	4.7%
10	137	4.0%
11	54	1.6%
2	19	0.6%
Other values (2)	15	0.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2	19	0.6%
3	160	4.7%
4	277	8.2%
5	499	14.7%
6	768	22.6%
7	721	21.2%
8	446	13.1%
9	299	8.8%
10	137	4.0%
11	54	1.6%

Value	Count	Frequency (%)
13	4	0.1%
12	11	0.3%
11	54	1.6%
10	137	4.0%
9	299	8.8%
8	446	13.1%
7	721	21.2%
6	768	22.6%
5	499	14.7%
4	277	8.2%

ComplexUnitsMade
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	1110
Distinct (%)	32.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5.9432733 × 10^-5

Minimum	0
Maximum	0.0009022744
Zeros	2281
Zeros (%)	67.2%
Negative	0
Negative (%)	0.0%
Memory size	26.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	8.5540298 × 10^-5
95-th percentile	0.00029833538
Maximum	0.0009022744
Range	0.0009022744
Interquartile range (IQR)	8.5540298 × 10^-5

Descriptive statistics

Standard deviation	0.00011109056
Coefficient of variation (CV)	1.8691815
Kurtosis	6.1090588
Mean	5.9432733 × 10^-5
Median Absolute Deviation (MAD)	0
Skewness	2.301404
Sum	0.20177413
Variance	1.2341113 × 10^-8
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	2281	67.2%
0.0002571415	2	0.1%
4.480286738 × 10^-5	2	0.1%
0.0003315807	2	0.1%
0.0001542258	2	0.1%
4.689903576 × 10^-5	2	0.1%
0.0001860984	1	< 0.1%
0.0002556092	1	< 0.1%
0.0001932051	1	< 0.1%
7.319113342 × 10^-5	1	< 0.1%
Other values (1100)	1100	32.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2281	67.2%
3.248440748 × 10^-6	1	< 0.1%
7.849047126 × 10^-6	1	< 0.1%
7.859410859 × 10^-6	1	< 0.1%
8.638562543 × 10^-6	1	< 0.1%
9.145449224 × 10^-6	1	< 0.1%
9.523809524 × 10^-6	1	< 0.1%
1.128566269 × 10^-5	1	< 0.1%
1.151383964 × 10^-5	1	< 0.1%
1.171563803 × 10^-5	1	< 0.1%

Value	Count	Frequency (%)
0.0009022744	1	< 0.1%
0.0007855965	1	< 0.1%
0.0007813838	1	< 0.1%
0.0006767395	1	< 0.1%
0.0006729702	1	< 0.1%
0.0006575221	1	< 0.1%
0.0006055797	1	< 0.1%
0.0006032483	1	< 0.1%
0.0005917963	1	< 0.1%
0.0005911786	1	< 0.1%

ComplexAbilitiesUsed
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	1828
Distinct (%)	53.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.00014187843

Minimum	0
Maximum	0.0030837
Zeros	1552
Zeros (%)	45.7%
Negative	0
Negative (%)	0.0%
Memory size	26.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	2.0282 × 10^-5
Q3	0.00018137
95-th percentile	0.000625426
Maximum	0.0030837
Range	0.0030837
Interquartile range (IQR)	0.00018137

Descriptive statistics

Standard deviation	0.00026524698
Coefficient of variation (CV)	1.869537
Kurtosis	21.542164
Mean	0.00014187843
Median Absolute Deviation (MAD)	2.0282 × 10^-5
Skewness	3.7788546
Sum	0.48167728
Variance	7.0355959 × 10^-8
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1552	45.7%
0.00013357	2	0.1%
2.0282 × 10^-5	2	0.1%
6.4092 × 10^-5	2	0.1%
0.00014976	2	0.1%
0.00040327	2	0.1%
7.1834 × 10^-5	2	0.1%
0.00016388	2	0.1%
0.00050921	2	0.1%
0.00017608	2	0.1%
Other values (1818)	1825	53.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1552	45.7%
5.1961 × 10^-6	1	< 0.1%
6.1083 × 10^-6	1	< 0.1%
6.4201 × 10^-6	1	< 0.1%
6.575 × 10^-6	1	< 0.1%
6.6848 × 10^-6	1	< 0.1%
6.9721 × 10^-6	1	< 0.1%
7.0793 × 10^-6	1	< 0.1%
7.3449 × 10^-6	1	< 0.1%
7.3499 × 10^-6	1	< 0.1%

Value	Count	Frequency (%)
0.0030837	1	< 0.1%
0.0026847	1	< 0.1%
0.0026637	1	< 0.1%
0.0024434	1	< 0.1%
0.0023508	1	< 0.1%
0.0022169	1	< 0.1%
0.0021861	1	< 0.1%
0.0019482	1	< 0.1%
0.0018835	1	< 0.1%
0.0018434	1	< 0.1%

Auto

Heatmap
Table

	GameID	LeagueIndex	Age	HoursPerWeek	TotalHours	APM	SelectByHotkeys	AssignToHotkeys	UniqueHotkeys	MinimapAttacks	MinimapRightClicks	NumberOfPACs	GapBetweenPACs	ActionLatency	ActionsInPAC	TotalMapExplored	WorkersMade	UniqueUnitsMade	ComplexUnitsMade	ComplexAbilitiesUsed
GameID	1.000	0.071	0.044	-0.072	0.019	0.115	0.105	0.091	0.113	0.072	0.033	0.081	-0.107	-0.090	0.052	0.029	-0.009	0.021	-0.020	-0.020
LeagueIndex	0.071	1.000	-0.126	0.163	0.423	0.676	0.595	0.518	0.352	0.366	0.238	0.606	-0.552	-0.687	0.169	0.228	0.338	0.131	0.163	0.167
Age	0.044	-0.126	1.000	-0.149	0.027	-0.222	-0.182	-0.112	0.002	0.050	-0.035	-0.184	0.135	0.216	-0.085	-0.005	-0.086	0.036	-0.037	-0.046
HoursPerWeek	-0.072	0.163	-0.149	1.000	0.477	0.195	0.163	0.084	0.024	0.004	0.017	0.120	-0.100	-0.156	0.096	0.046	0.067	0.034	0.062	0.032
TotalHours	0.019	0.423	0.027	0.477	1.000	0.336	0.268	0.180	0.114	0.139	0.111	0.241	-0.234	-0.298	0.149	0.134	0.175	0.096	0.096	0.087
APM	0.115	0.676	-0.222	0.195	0.336	1.000	0.820	0.561	0.364	0.293	0.341	0.682	-0.655	-0.821	0.474	0.279	0.459	0.136	0.187	0.119
SelectByHotkeys	0.105	0.595	-0.182	0.163	0.268	0.820	1.000	0.660	0.386	0.250	0.200	0.546	-0.436	-0.607	0.217	0.209	0.346	0.097	0.150	0.115
AssignToHotkeys	0.091	0.518	-0.112	0.084	0.180	0.561	0.660	1.000	0.417	0.257	0.177	0.474	-0.408	-0.505	0.111	0.216	0.251	0.163	0.189	0.232
UniqueHotkeys	0.113	0.352	0.002	0.024	0.114	0.364	0.386	0.417	1.000	0.212	0.134	0.367	-0.261	-0.341	0.009	0.277	0.136	0.228	0.146	0.094
MinimapAttacks	0.072	0.366	0.050	0.004	0.139	0.293	0.250	0.257	0.212	1.000	0.319	0.205	-0.300	-0.253	0.166	0.199	0.117	0.139	0.078	0.055
MinimapRightClicks	0.033	0.238	-0.035	0.017	0.111	0.341	0.200	0.177	0.134	0.319	1.000	0.163	-0.286	-0.251	0.345	0.199	0.261	0.186	0.132	0.110
NumberOfPACs	0.081	0.606	-0.184	0.120	0.241	0.682	0.546	0.474	0.367	0.205	0.163	1.000	-0.501	-0.865	-0.157	0.485	0.314	0.314	0.221	0.196
GapBetweenPACs	-0.107	-0.552	0.135	-0.100	-0.234	-0.655	-0.436	-0.408	-0.261	-0.300	-0.286	-0.501	1.000	0.665	-0.387	-0.093	-0.255	-0.064	-0.059	-0.075
ActionLatency	-0.090	-0.687	0.216	-0.156	-0.298	-0.821	-0.607	-0.505	-0.341	-0.253	-0.251	-0.865	0.665	1.000	-0.167	-0.362	-0.352	-0.203	-0.194	-0.184
ActionsInPAC	0.052	0.169	-0.085	0.096	0.149	0.474	0.217	0.111	0.009	0.166	0.345	-0.157	-0.387	-0.167	1.000	-0.096	0.330	-0.093	0.065	-0.024
TotalMapExplored	0.029	0.228	-0.005	0.046	0.134	0.279	0.209	0.216	0.277	0.199	0.199	0.485	-0.093	-0.362	-0.096	1.000	0.173	0.586	0.386	0.282
WorkersMade	-0.009	0.338	-0.086	0.067	0.175	0.459	0.346	0.251	0.136	0.117	0.261	0.314	-0.255	-0.352	0.330	0.173	1.000	0.142	0.229	0.118
UniqueUnitsMade	0.021	0.131	0.036	0.034	0.096	0.136	0.097	0.163	0.228	0.139	0.186	0.314	-0.064	-0.203	-0.093	0.586	0.142	1.000	0.504	0.436
ComplexUnitsMade	-0.020	0.163	-0.037	0.062	0.096	0.187	0.150	0.189	0.146	0.078	0.132	0.221	-0.059	-0.194	0.065	0.386	0.229	0.504	1.000	0.653
ComplexAbilitiesUsed	-0.020	0.167	-0.046	0.032	0.087	0.119	0.115	0.232	0.094	0.055	0.110	0.196	-0.075	-0.184	-0.024	0.282	0.118	0.436	0.653	1.000

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows
Last rows

	GameID	LeagueIndex	Age	HoursPerWeek	TotalHours	APM	SelectByHotkeys	AssignToHotkeys	UniqueHotkeys	MinimapAttacks	MinimapRightClicks	NumberOfPACs	GapBetweenPACs	ActionLatency	ActionsInPAC	TotalMapExplored	WorkersMade	UniqueUnitsMade	ComplexUnitsMade	ComplexAbilitiesUsed
0	52	4	27	10	3000	143.7180	0.003515	0.000220	7	0.000110	0.000392	0.004849	32.6677	40.8673	4.7508	28	0.001397	6	0.000000	0.000000
1	55	4	23	10	5000	129.2322	0.003304	0.000259	4	0.000294	0.000432	0.004307	32.9194	42.3454	4.8434	22	0.001193	5	0.000000	0.000208
2	56	3	30	10	200	69.9612	0.001101	0.000336	4	0.000294	0.000461	0.002926	44.6475	75.3548	4.0430	22	0.000745	6	0.000000	0.000189
3	57	2	19	20	400	107.6016	0.001034	0.000213	1	0.000053	0.000543	0.003783	29.2203	53.7352	4.9155	19	0.000426	7	0.000000	0.000384
4	58	2	32	10	500	122.8908	0.001136	0.000327	2	0.000000	0.001329	0.002368	22.6885	62.0813	9.3740	15	0.001174	4	0.000000	0.000019
5	60	1	27	6	70	44.4570	0.000978	0.000255	2	0.000000	0.000000	0.002425	76.4405	98.7719	3.0965	16	0.000372	6	0.000000	0.000000
6	61	0	21	8	240	46.9962	0.000820	0.000169	6	0.000000	0.000045	0.001988	94.0227	90.5311	4.1017	15	0.000573	5	0.000000	0.000000
7	72	6	17	42	10000	212.6022	0.009040	0.000676	6	0.001164	0.001253	0.004952	24.6117	41.7671	6.6104	45	0.002277	9	0.000129	0.000249
8	77	3	20	14	2708	117.4884	0.002944	0.000527	2	0.000019	0.000414	0.005399	52.0140	46.4321	3.3746	29	0.001035	7	0.000273	0.000470
9	81	3	18	24	800	155.9856	0.005054	0.000524	8	0.000025	0.000399	0.003569	24.4632	52.1538	6.5664	27	0.001310	6	0.000000	0.000000

	GameID	LeagueIndex	Age	HoursPerWeek	TotalHours	APM	SelectByHotkeys	AssignToHotkeys	UniqueHotkeys	MinimapAttacks	MinimapRightClicks	NumberOfPACs	GapBetweenPACs	ActionLatency	ActionsInPAC	TotalMapExplored	WorkersMade	UniqueUnitsMade	ComplexUnitsMade	ComplexAbilitiesUsed
3385	10079	7	-1	-1	-1	254.2188	0.016608	0.000788	6	0.000926	0.000330	0.005408	14.9191	35.9921	5.7205	28	0.001128	6	0.000000	0.000000
3386	10081	7	-1	-1	-1	339.1524	0.033058	0.001017	10	0.000477	0.000509	0.004609	21.6389	37.1862	6.7103	16	0.001049	3	0.000000	0.000000
3387	10082	7	-1	-1	-1	310.0416	0.026873	0.001278	10	0.000319	0.000479	0.005517	16.5446	33.8174	5.7350	22	0.000922	8	0.000000	0.000000
3388	10083	7	-1	-1	-1	288.7608	0.024022	0.000628	6	0.000350	0.001051	0.005580	19.0108	30.0866	5.3831	30	0.000761	5	0.000000	0.000652
3389	10084	7	-1	-1	-1	151.4046	0.009732	0.000949	6	0.000028	0.000156	0.004363	27.4658	43.8052	4.3312	23	0.000949	6	0.000000	0.000099
3390	10089	7	-1	-1	-1	259.6296	0.020425	0.000743	9	0.000621	0.000146	0.004555	18.6059	42.8342	6.2754	46	0.000877	5	0.000000	0.000000
3391	10090	7	-1	-1	-1	314.6700	0.028043	0.001157	10	0.000246	0.001083	0.004259	14.3023	36.1156	7.1965	16	0.000788	4	0.000000	0.000000
3392	10092	7	-1	-1	-1	299.4282	0.028341	0.000860	7	0.000338	0.000169	0.004439	12.4028	39.5156	6.3979	19	0.001260	4	0.000000	0.000000
3393	10094	7	-1	-1	-1	375.8664	0.036436	0.000594	5	0.000204	0.000780	0.004346	11.6910	34.8547	7.9615	15	0.000613	6	0.000000	0.000631
3394	10095	7	-1	-1	-1	348.3576	0.029855	0.000811	4	0.000224	0.001315	0.005566	20.0537	33.5142	6.3719	27	0.001566	7	0.000457	0.000895

Overview

Variables

Interactions

Correlations

Missing values

Sample